DCTNet: A Hybrid Model of CNN and Dilated Contextual Transformer for Medical Image Segmentation

Author:

Pan Xiang1,Xiong Jiapeng1

Affiliation:

1. Jiangnan University,School of Artificial Intelligence and Computer Science,Wuxi,China

Funder

National Natural Science Foundation of China

Science and Technology Development Fund

Publisher

IEEE

Reference16 articles.

1. Attention u-net: Learning where to look for the pancreas;oktay,2018

2. U-net: Convolutional networks for biomedical image segmentation;ronneberger;International Conference on Medical Image Computing and Computer-Assisted Intervention,2015

3. ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data

4. UNet++: A Nested U-Net Architecture for Medical Image Segmentation

5. Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

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